{"id":"https://openalex.org/W4393406772","doi":"https://doi.org/10.1109/o-cocosda60357.2023.10482974","title":"Advancing Transfer Learning Paradigms for Myanmar (Burmese) to Wa (Austroasiatic Language Family) Language Translation","display_name":"Advancing Transfer Learning Paradigms for Myanmar (Burmese) to Wa (Austroasiatic Language Family) Language Translation","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4393406772","doi":"https://doi.org/10.1109/o-cocosda60357.2023.10482974"},"language":"en","primary_location":{"id":"doi:10.1109/o-cocosda60357.2023.10482974","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/o-cocosda60357.2023.10482974","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092504121","display_name":"Florance Yune","orcid":null},"institutions":[{"id":"https://openalex.org/I80293557","display_name":"University of Computer Studies Yangon","ror":"https://ror.org/019ad8130","country_code":"MM","type":"education","lineage":["https://openalex.org/I80293557"]}],"countries":["MM"],"is_corresponding":true,"raw_author_name":"Florance Yune","raw_affiliation_strings":["University of Computer Studies (Lecturer),Natural Language Processing Lab (Student),Yangon,Myanmar","Natural Language Processing Lab (Student), University of Computer Studies (Lecturer), Yangon, Myanmar"],"affiliations":[{"raw_affiliation_string":"University of Computer Studies (Lecturer),Natural Language Processing Lab (Student),Yangon,Myanmar","institution_ids":["https://openalex.org/I80293557"]},{"raw_affiliation_string":"Natural Language Processing Lab (Student), University of Computer Studies (Lecturer), Yangon, Myanmar","institution_ids":["https://openalex.org/I80293557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113788066","display_name":"Khin Mar Soe","orcid":null},"institutions":[{"id":"https://openalex.org/I80293557","display_name":"University of Computer Studies Yangon","ror":"https://ror.org/019ad8130","country_code":"MM","type":"education","lineage":["https://openalex.org/I80293557"]}],"countries":["MM"],"is_corresponding":false,"raw_author_name":"Khin Mar Soe","raw_affiliation_strings":["University of Computer Studies (Professor),Natural Language Processing Lab (Professor),Yangon,Myanmar","Natural Language Processing Lab (Professor), University of Computer Studies (Professor), Yangon, Myanmar"],"affiliations":[{"raw_affiliation_string":"University of Computer Studies (Professor),Natural Language Processing Lab (Professor),Yangon,Myanmar","institution_ids":["https://openalex.org/I80293557"]},{"raw_affiliation_string":"Natural Language Processing Lab (Professor), University of Computer Studies (Professor), Yangon, Myanmar","institution_ids":["https://openalex.org/I80293557"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5092504121"],"corresponding_institution_ids":["https://openalex.org/I80293557"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40197066,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12151","display_name":"Interpreting and Communication in Healthcare","score":0.913100004196167,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12151","display_name":"Interpreting and Communication in Healthcare","score":0.913100004196167,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9126999974250793,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/burmese","display_name":"Burmese","score":0.9224385023117065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6437473297119141},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5530633330345154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5093091726303101},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.49545562267303467},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4640917181968689},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4211363196372986},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10330131649971008},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0874740481376648}],"concepts":[{"id":"https://openalex.org/C2779443383","wikidata":"https://www.wikidata.org/wiki/Q9228","display_name":"Burmese","level":2,"score":0.9224385023117065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6437473297119141},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5530633330345154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5093091726303101},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.49545562267303467},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4640917181968689},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4211363196372986},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10330131649971008},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0874740481376648},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/o-cocosda60357.2023.10482974","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/o-cocosda60357.2023.10482974","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2039941456","https://openalex.org/W2111666304","https://openalex.org/W2118974695","https://openalex.org/W2133564696","https://openalex.org/W2892004290","https://openalex.org/W2963088995","https://openalex.org/W2963506925","https://openalex.org/W2970109976","https://openalex.org/W3104652516","https://openalex.org/W4385245566","https://openalex.org/W6691395657"],"related_works":["https://openalex.org/W2255351266","https://openalex.org/W4303859379","https://openalex.org/W2349392270","https://openalex.org/W4211191913","https://openalex.org/W4206296333","https://openalex.org/W2972952468","https://openalex.org/W4250698940","https://openalex.org/W1967098043","https://openalex.org/W2295867276","https://openalex.org/W4319975725"],"abstract_inverted_index":{"CondenseKnowledge":[0],"transfer":[1,78,134,157],"stands":[2],"as":[3,16,107,109,135],"a":[4,123,206,216],"model":[5],"for":[6,11,81],"its":[7,12,183],"numerous":[8,13],"advantages":[9],"known":[10],"advantages,":[14],"such":[15],"reducing":[17],"training":[18],"time,":[19],"improving":[20],"neural":[21],"network":[22],"performance":[23],"in":[24,97,148,219],"many":[25],"cases,":[26],"and":[27,65,105,111,131,186,205],"minimizing":[28],"data":[29],"requirements.":[30],"In":[31],"order":[32],"to":[33,50,62,92,167,178,189,211],"tackle":[34],"this":[35,98,142,164,220],"concern,":[36],"previous":[37],"research":[38],"has":[39,47],"demonstrated":[40],"that":[41,75,195],"utilizing":[42],"pivot-based":[43],"machine":[44],"translation":[45,52,83,101,127,160,180,192],"systems":[46],"the":[48,57,63,82,151,154,173,176,190,196],"potential":[49],"improve":[51],"quality":[53],"significantly,":[54],"particularly":[55],"when":[56],"intermediary":[58,95],"language":[59,67,198,202,208],"closely":[60,209],"corresponds":[61],"source":[64],"target":[66],"pair.":[68],"This":[69],"investigation":[70,114],"presents":[71],"an":[72,200],"effective":[73],"method":[74],"utilizes":[76],"pivot":[77,96,156],"learning":[79],"techniques":[80],"task,":[84],"specifically":[85],"focusing":[86],"on":[87,125],"converting":[88],"text":[89],"from":[90,141,203],"Myanmar":[91,104,177,204],"Wa.":[93,112],"The":[94,113,138],"process":[99],"includes":[100],"bridges":[102],"between":[103],"English,":[106,212],"well":[108],"English":[110],"empirical":[115],"examination":[116],"of":[117,150,153,175],"5":[118],"key":[119],"foundational":[120],"approaches,":[121],"with":[122],"focus":[124],"traditional":[126],"model,":[128],"Transformer":[129],"NMT,":[130],"immediate":[132],"knowledge":[133],"baseline":[136],"models.":[137],"results":[139],"obtained":[140],"extensive":[143],"study":[144],"provide":[145],"robust":[146],"evidence":[147],"favor":[149],"efficacy":[152],"suggested":[155],"learning-oriented":[158],"automatic":[159,191],"(MT)":[161],"framework.":[162],"Clearly,":[163],"strategy":[165],"leads":[166],"notably":[168],"elevated":[169],"BLEU":[170],"scores":[171],"within":[172],"domain":[174],"Wa":[179,197],"system,":[181],"underscoring":[182],"promising":[184],"applicability":[185],"valuable":[187],"contributions":[188],"domain.":[193,221],"Given":[194],"is":[199],"Austroasiatic":[201],"low-resource":[207],"related":[210],"our":[213],"corpus":[214],"represents":[215],"pioneering":[217],"effort":[218]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
